A novel data-driven patient and medical waste queueing-inventory system under pandemic: a real-life case study

References

• Aghsami, Amir, and Fariborz Jolai. 2020. “Equilibrium Threshold Strategies and Social Benefits in the Fully Observable Markovian Queues with Partial Breakdowns and Interruptible Setup/Closedown Policy.” Quality Technology & Quantitative Management 17 (6): 685–722. doi:10.1080/16843703.2020.1736365
   Web of Science ®Google Scholar
• Aghsami, Amir, Yaser Samimi, and Abdollah Aghaei. 2021. “A Novel Markovian Queueing-Inventory Model with Imperfect Production and Inspection Processes: A Hospital Case Study.” Computers & Industrial Engineering 162: 107772. doi: 10.1016/j.cie.2021.107772.
   Web of Science ®Google Scholar
• Alexandar, S, M Ravisankar, R Senthil Kumar, and Kannan Jakkan. 2021. “A Comprehensive Review on Covid-19 Delta Variant.” International Journal of Pharmacology and Clinical Research (IJPCR) 5 (83-85):7.
   Google Scholar
• Alipour-Vaezi, Mohammad, Amir Aghsami, and Fariborz Jolai. 2022. “Prioritizing and Queueing the Emergency Departments’ Patients Using a Novel Data-Driven Decision-Making Methodology, A Real Case Study.” Expert Systems with Applications, 116568. doi:10.1016/j.eswa.2022.116568
   PubMed Web of Science ®Google Scholar
• Alipour Vaezi, Mohammad, and Reza Tavakkoli-Moghaddam. 2020. “A New Methodology for COVID-19 Preparedness Centers Based on a Location-Allocation Platform.” Journal of Industrial and Systems Engineering 13 (1): 35–41.
   Google Scholar
• Asghari, Tooba, Amir Aghsami, Fariborz Jolai, and Sara Benvidi. 2021. “Analyzing a Queueing Network of the Emergency Department with Deteriorating Health in Post-Disaster Situations.” International Journal of Operational Research 1 (1): 1. doi:10.1504/IJOR.2021.10041212.
   Google Scholar
• Barron, Yonit, and Opher Baron. 2022. “On Dedicated Versus Pooled Service in the Presence of Triage Errors.” Available at SSRN 4147843.
   Google Scholar
• Chen, Chang, Jiaao Chen, Ran Fang, Fan Ye, Zhenglun Yang, Zhen Wang, Feng Shi, and Wenfeng Tan. 2021. “What Medical Waste Management System May Cope with COVID-19 Pandemic: Lessons from Wuhan.” Resources, Conservation and Recycling 170: 105600. doi:10.1016/j.resconrec.2021.105600
   PubMed Web of Science ®Google Scholar
• Chen, Wanyi, Benjamin Linthicum, Nilay Tanik Argon, Thomas Bohrmann, Kenneth Lopiano, Abhi Mehrotra, Debbie Travers, and Serhan Ziya. 2020. “The Effects of Emergency Department Crowding on Triage and Hospital Admission Decisions.” The American Journal of Emergency Medicine 38 (4): 774–779. doi:10.1016/j.ajem.2019.06.039
   PubMed Web of Science ®Google Scholar
• Dicker, Richard C, Fatima Coronado, Denise Koo, and R. Gibson Parrish. 2006. Principles of Epidemiology in Public Health Practice; An Introduction to Applied Epidemiology and Biostatistics.
   Google Scholar
• Ghanbari, Erfaneh, Sogand Soghrati Ghasbe, Amir Aghsami, and Fariborz Jolai. 2022. “A Novel Mathematical Optimization Model for a Preemptive Multi-Priority M/M/C Queueing System of Emergency Department’s Patients, a Real Case Study in Iran.” IISE Transactions on Healthcare Systems Engineering, 305–321. doi: 10.1080/24725579.2022.2083730.
   Google Scholar
• Gökalp, Elvan, and Ece Sanci. 2023. “Robust Capacity Planning for Sterilisation Department of a Hospital.” International Journal of Production Research 61 (3): 726–740. doi: 10.1080/00207543.2021.2015807.
   Web of Science ®Google Scholar
• Goodarzian, Fariba, Peiman Ghasemi, Angappa Gunasekaren, Ata Allah Taleizadeh, and Ajith Abraham. 2022. “A Sustainable-Resilience Healthcare Network for Handling COVID-19 Pandemic.” Annals of Operations Research 312 (2): 761–825. doi: 10.1007/s10479-021-04238-2.
   PubMed Web of Science ®Google Scholar
• Goodarzian, Fariba, Ali Navaei, Behdad Ehsani, Peiman Ghasemi, and Jesús Muñuzuri. 2022. “Designing an Integrated Responsive-Green-Cold Vaccine Supply Chain Network Using Internet-of-Things: Artificial Intelligence-Based Solutions.” Annals of Operations Research, doi: 10.1007/s10479-022-04713-4.
   Web of Science ®Google Scholar
• Gross, Donald. 2008. Fundamentals of queueing theory. John Wiley & Sons.
   Google Scholar
• Gupta, Rachana. 2015. “Disaster Management.” International Journal of Nursing Education 7 (2): 100–105. doi:10.5958/0974-9357.2015.00083.5
   Google Scholar
• Harper, Paul R. 2020. “Server Behaviours in Healthcare Queueing Systems.” Journal of the Operational Research Society 71 (7): 1124–1136. doi: 10.1080/01605682.2019.1567653.
   Web of Science ®Google Scholar
• Hou, Jianrong, and Xiaofeng Zhao. 2020. “Using a Priority Queuing Approach to Improve Emergency Department Performance.” Journal of Management Analytics 7 (1): 28–43. doi: 10.1080/23270012.2019.1691945.
   Web of Science ®Google Scholar
• Ivanov, Dmitry. 2021. “Supply Chain Viability and the COVID-19 Pandemic: A Conceptual and Formal Generalisation of Four Major Adaptation Strategies.” International Journal of Production Research 59 (12): 3535–3552. doi: 10.1080/00207543.2021.1890852.
   Web of Science ®Google Scholar
• Jha, Pradeep K., Suvadip Ghorai, Rakhi Jha, Rajul Datt, Gowrishankar Sulapu, and Surya Prakash Singh. 2021. “Forecasting the Impact of Epidemic Outbreaks on the Supply Chain: Modelling Asymptomatic Cases of the COVID-19 Pandemic.” International Journal of Production Research, 2670–2695. doi: 10.1080/00207543.2021.1982152.
   Web of Science ®Google Scholar
• Jolai, F., N. Eskandari, and P. Memari. 2017. Bi-objective Location Routing Problem with M/M/c Queue System: Application in Waste Collection Problem. 13th International Industrial Engineering, Babolsar, February 4.
   Google Scholar
• Lakshmi, C., and Sivakumar Appa Iyer. 2013. “Application of Queueing Theory in Health Care: A Literature Review.” Operations Research for Health Care 2 (1): 25–39. doi: 10.1016/j.orhc.2013.03.002.
   Google Scholar
• Lalmuanawma, Samuel, Jamal Hussain, and Lalrinfela Chhakchhuak. 2020. “Applications of Machine Learning and Artificial Intelligence for Covid-19 (SARS-CoV-2) Pandemic: A Review.” Chaos, Solitons & Fractals 139: 110059. doi:10.1016/j.chaos.2020.110059
   PubMed Web of Science ®Google Scholar
• Li, Yafei, Hongfeng Wang, Li Li, and Yaping Fu. 2021. “Dynamic Large-Scale Server Scheduling for IVF Queuing Network in Cloud Healthcare System.” Complexity, 2021.
   Web of Science ®Google Scholar
• Makajic-Nikolic, Dragana, Natasa Petrovic, Ana Belic, Mihailo Rokvic, Jelena Andreja Radakovic, and Vojin Tubic. 2016. “The Fault Tree Analysis of Infectious Medical Waste Management.” Journal of Cleaner Production 113: 365–373. doi: 10.1016/j.jclepro.2015.11.022.
   Web of Science ®Google Scholar
• Masoumi, Mahdieh, Amir Aghsami, Mohammad Alipour-Vaezi, Fariborz Jolai, and Behdad Esmailifar. 2021. “An M/M/C/K Queueing System in an Inventory Routing Problem Considering Congestion and Response Time for Post-Disaster Humanitarian Relief: A Case Study.” Journal of Humanitarian Logistics and Supply Chain Management, doi: 10.1108/JHLSCM-12-.
   Web of Science ®Google Scholar
• Mohammadi-Khanaposhtani, Maryam, Mina Saeedi, Narges Shamsaei Zafarghandi, Mohammad Mahdavi, Reyhaneh Sabourian, Elahe Karimpour Razkenari, Heshmatollah Alinezhad, Mahnaz Khanavi, Alireza Foroumadi, and Abbas Shafiee. 2015. “Potent Acetylcholinesterase Inhibitors: Design, Synthesis, Biological Evaluation, and Docking Study of Acridone Linked to 1,2,3-Triazole Derivatives.” European Journal of Medicinal Chemistry 92: 799–806. doi:10.1016/j.ejmech.2015.01.044
   PubMed Web of Science ®Google Scholar
• Mohammadi, Mehrdad, S. Dehbari, and Behnam Vahdani. 2014. “Design of a Bi-Objective Reliable Healthcare Network with Finite Capacity Queue Under Service Covering Uncertainty.” Transportation Research Part E: Logistics and Transportation Review 72: 15–41. doi:10.1016/j.tre.2014.10.001
   Web of Science ®Google Scholar
• Mohtashami, Zahra, Amir Aghsami, and Fariborz Jolai. 2020. “A Green Closed Loop Supply Chain Design Using Queuing System for Reducing Environmental Impact and Energy Consumption.” Journal of Cleaner Production 242: 118452. doi:10.1016/j.jclepro.2019.118452
   Web of Science ®Google Scholar
• Organization, World Health. 2008. Handling, Storage, and Transportation of Health-Care Waste.
   Google Scholar
• Palvannan, R. Kannapiran, and Kiok Liang Teow. 2012. “Queueing for Healthcare.” Journal of Medical Systems 36 (2): 541–547. doi: 10.1007/s10916-010-9499-7.
   PubMed Web of Science ®Google Scholar
• Qiu, Yunzhe, Jie Song, and Zekun Liu. 2016. “A Simulation Optimisation on the Hierarchical Health Care Delivery System Patient Flow Based on Multi-Fidelity Models.” International Journal of Production Research 54 (21): 6478–6493. doi: 10.1080/00207543.2016.1197437.
   Web of Science ®Google Scholar
• Rabbani, Masoud, Razieh Heidari, Hamed Farrokhi-Asl, and Navid Rahimi. 2018. “Using Metaheuristic Algorithms to Solve a Multi-Objective Industrial Hazardous Waste Location-Routing Problem Considering Incompatible Waste Types.” Journal of Cleaner Production 170: 227–241. doi:10.1016/j.jclepro.2017.09.029
   Web of Science ®Google Scholar
• Ross, Sheldon M. 2014. Introduction to probability models. Academic press.
   Google Scholar
• Sangkham, Sarawut. 2020. “Face Mask and Medical Waste Disposal During the Novel COVID-19 Pandemic in Asia.” Case Studies in Chemical and Environmental Engineering 2: 100052. doi:10.1016/j.cscee.2020.100052
   PubMedGoogle Scholar
• Singh, Sube, Ramesh Kumar, Rohit Panchal, and Manoj Kumar Tiwari. 2021. “Impact of COVID-19 on Logistics Systems and Disruptions in Food Supply Chain.” International Journal of Production Research 59 (7): 1993–2008. doi: 10.1080/00207543.2020.1792000.
   Web of Science ®Google Scholar
• Singh, Ram, Preeti Preeti, and Ather Aziz Raina. 2018. “Markovian Epidemic Queueing Model with Exposed, Infection and Vaccination Based on Treatment.” World Scientific News.
   Google Scholar
• Sun, Yan, Yongping Li, and Guohe Huang. 2010. “Development of a Fuzzy-Queue-Based Interval Linear Programming Model for Municipal Solid Waste Management.” Environmental Engineering Science 27 (6): 451–468. doi:10.1089/ees.2009.0340
   Web of Science ®Google Scholar
• Sun, Zhankun, Nilay Tanık Argon, and Serhan Ziya. 2022. “When to Triage in Service Systems with Hidden Customer Class Identities?” Production and Operations Management 31 (1): 172–193. doi: 10.1111/poms.13494.
   Web of Science ®Google Scholar
• Tirdad, Ali, Winfried K Grassmann, and Javad Tavakoli. 2016. “Optimal Policies of M(t)/M/c/c Queues with two Different Levels of Servers.” European Journal of Operational Research 249 (3): 1124–1130. doi:10.1016/j.ejor.2015.10.040
   Web of Science ®Google Scholar
• Tirkolaee, Erfan Babaee, Parvin Abbasian, and Gerhard-Wilhelm Weber. 2021. “Sustainable Fuzzy Multi-Trip Location-Routing Problem for Medical Waste Management During the COVID-19 Outbreak.” Science of the Total Environment 756: 143607. doi:10.1016/j.scitotenv.2020.143607
   PubMed Web of Science ®Google Scholar
• Vahdani, Behnam, and Mehrdad Mohammadi. 2015. “A Bi-Objective Interval-Stochastic Robust Optimization Model for Designing Closed Loop Supply Chain Network with Multi-Priority Queuing System.” International Journal of Production Economics 170: 67–87. doi:10.1016/j.ijpe.2015.08.020
   Web of Science ®Google Scholar
• Wang, Anmin, Shiheng Guan, Kai S Koong, and Luke Y Koong. 2016. “An M/M/1 and M/M/2 Queuing Solution to Improve Virtual Scheduling in Healthcare.” International Journal of Electronic Healthcare 9 (1): 42–59. doi:10.1504/IJEH.2016.078744
   Google Scholar
• Yu, Hao, Xu Sun, Wei Deng Solvang, Gilbert Laporte, and Carman Ka Man Lee. 2020. “A Stochastic Network Design Problem for Hazardous Waste Management.” Journal of Cleaner Production 277: 123566. doi:10.1016/j.jclepro.2020.123566
   PubMed Web of Science ®Google Scholar
• Zhou, Lei, Xianhua Wu, Zeshui Xu, and Hamido Fujita. 2018. “Emergency Decision Making for Natural Disasters: An Overview.” International Journal of Disaster Risk Reduction 27: 567–576. doi:10.1016/j.ijdrr.2017.09.037
   Web of Science ®Google Scholar
• Zografros, Kostas G, and Saadedeen Samara. 1989. “Combined Location-Routing Model for Hazardous Waste Transportation and Disposal.” Transportation Research Record, 1245.
   Google Scholar
• Zychlinski, Noa. 2023. “Managing Queues with Reentrant Customers in Support of Hybrid Healthcare.” Stochastic Systems. doi: 10.1287/stsy.2022.0105.
   Google Scholar